Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 244 238 290
Rank change year-on-year -6 +52 +89
Permanent jobs citing Scala 63 94 73
As % of all permanent IT jobs advertised in Yorkshire 0.64% 0.84% 0.55%
As % of the Programming Languages category 1.23% 1.67% 1.04%
Number of salaries quoted 55 66 61
Yorkshire median annual salary £52,500 £52,500 £49,000
Median salary % change year-on-year - +7.14% +22.50%
10th Percentile £38,750 £37,500 £42,500
90th Percentile £63,250 £75,000 £65,000
England median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +8.70%

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 5102 5640 7031
As % of all permanent IT jobs advertised in Yorkshire 51.77% 50.45% 53.34%
Number of salaries quoted 4407 4916 5903
Yorkshire median annual salary £42,000 £40,000 £40,000
Median salary % change year-on-year +5.00% - +9.59%
10th Percentile £26,500 £26,250 £26,250
90th Percentile £60,000 £57,500 £58,700
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Scala in Yorkshire over the 6 months to 24 November 2017.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -7 54 £52,500 - 7
South Yorkshire +19 8 £60,000 +23.08% 1
Scala
England

For the 6 months to 24 November 2017, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Yorkshire region with a requirement for Scala.

1 62 (98.41%) Java
2 55 (87.30%) Agile Software Development
3 30 (47.62%) PHP
3 30 (47.62%) Go
4 29 (46.03%) Python
5 27 (42.86%) DevOps
6 26 (41.27%) Oracle
7 24 (38.10%) Ruby
7 24 (38.10%) Jenkins
8 21 (33.33%) Spring
9 20 (31.75%) Software Engineering
9 20 (31.75%) JavaScript
10 19 (30.16%) TDD
10 19 (30.16%) Git (software)
10 19 (30.16%) Apache Cassandra
11 18 (28.57%) Test Automation
11 18 (28.57%) C#
11 18 (28.57%) HTML
11 18 (28.57%) CSS
12 17 (26.98%) C++
12 17 (26.98%) Maven
12 17 (26.98%) Node.js
12 17 (26.98%) Kafka
12 17 (26.98%) AngularJS
13 16 (25.40%) Relational Database
13 16 (25.40%) Google
14 15 (23.81%) Scrum
14 15 (23.81%) BDD
14 15 (23.81%) Docker
15 14 (22.22%) React

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (14.29%) Apache Spark
2 2 (3.17%) Tomcat
Cloud Services
1 8 (12.70%) Amazon AWS
1 8 (12.70%) G Suite
1 8 (12.70%) Google Cloud Platform
1 8 (12.70%) IaaS
1 8 (12.70%) Loggly
1 8 (12.70%) Office 365
1 8 (12.70%) Sumo Logic
2 6 (9.52%) Slack
3 1 (1.59%) GitHub
Communications & Networking
1 1 (1.59%) HTTP
Database & Business Intelligence
1 19 (30.16%) Apache Cassandra
2 16 (25.40%) Relational Database
3 12 (19.05%) Hadoop
4 8 (12.70%) MongoDB
4 8 (12.70%) Riak
5 7 (11.11%) Big Data
5 7 (11.11%) MySQL
6 2 (3.17%) DB2
6 2 (3.17%) NoSQL
6 2 (3.17%) Oracle Reports
6 2 (3.17%) Redis
7 1 (1.59%) Apache Hive
7 1 (1.59%) Data Mining
7 1 (1.59%) HBase
7 1 (1.59%) Impala
7 1 (1.59%) Spotfire
7 1 (1.59%) Sqoop
Development Applications
1 24 (38.10%) Jenkins
2 19 (30.16%) Git (software)
3 17 (26.98%) Maven
4 13 (20.63%) Selenium
5 12 (19.05%) Cucumber
6 9 (14.29%) Appium
6 9 (14.29%) Atlassian Bamboo
6 9 (14.29%) Buildbot
6 9 (14.29%) Ranorex
6 9 (14.29%) SoapUI
7 8 (12.70%) Grunt
7 8 (12.70%) Vagrant
8 6 (9.52%) Ant
8 6 (9.52%) Gradle
9 3 (4.76%) WATIR
10 2 (3.17%) JUnit
10 2 (3.17%) Mockito
10 2 (3.17%) Oracle Forms
10 2 (3.17%) TestNG
11 1 (1.59%) LoadRunner
General
1 10 (15.87%) Finance
2 7 (11.11%) Retail
3 5 (7.94%) Multimedia
4 2 (3.17%) Banking
5 1 (1.59%) Games
5 1 (1.59%) Marketing
Job Titles
1 27 (42.86%) Developer
2 16 (25.40%) Java Developer
3 8 (12.70%) Full Stack Developer
4 6 (9.52%) Automation Tester
4 6 (9.52%) Engineering Manager
4 6 (9.52%) Tester
5 5 (7.94%) Consultant
5 5 (7.94%) DevOps Developer
5 5 (7.94%) Software Developer
5 5 (7.94%) Software Engineering Manager
5 5 (7.94%) Software Manager
6 4 (6.35%) Architect
6 4 (6.35%) Senior Software Engineer
6 4 (6.35%) Software Engineer
7 3 (4.76%) Analyst
7 3 (4.76%) Automation Test Analyst
7 3 (4.76%) Java Software Engineer
7 3 (4.76%) Senior Java Software Engineer
7 3 (4.76%) Solutions Architect
7 3 (4.76%) Test Analyst
Libraries, Frameworks & Software Standards
1 21 (33.33%) Spring
2 18 (28.57%) CSS
2 18 (28.57%) HTML
3 17 (26.98%) AngularJS
3 17 (26.98%) Kafka
3 17 (26.98%) Node.js
4 14 (22.22%) React
5 13 (20.63%) Spring Boot
6 12 (19.05%) Web Services
7 8 (12.70%) Apache Camel
7 8 (12.70%) CSS3
7 8 (12.70%) Elastic Stack
7 8 (12.70%) HTML5
7 8 (12.70%) jQuery
7 8 (12.70%) RabbitMQ
8 7 (11.11%) Dropwizard
9 6 (9.52%) JRuby
9 6 (9.52%) REST
10 3 (4.76%) SOAP
10 3 (4.76%) XML
Miscellaneous
1 6 (9.52%) Greenfield Project
2 2 (3.17%) Cloud Native
2 2 (3.17%) Computer Science
2 2 (3.17%) Public Cloud
3 1 (1.59%) Algorithms
3 1 (1.59%) User Experience
Operating Systems
1 2 (3.17%) Android
1 2 (3.17%) Apple iOS
1 2 (3.17%) Mac OS X
2 1 (1.59%) Linux
Processes & Methodologies
1 55 (87.30%) Agile Software Development
2 27 (42.86%) DevOps
3 20 (31.75%) Software Engineering
4 19 (30.16%) TDD
5 18 (28.57%) Test Automation
6 15 (23.81%) BDD
6 15 (23.81%) Scrum
7 14 (22.22%) Continuous Integration
8 13 (20.63%) SDLC
9 12 (19.05%) Mentoring
10 10 (15.87%) Kanban
11 9 (14.29%) DSDM
11 9 (14.29%) Performance Testing
12 8 (12.70%) Configuration Management
12 8 (12.70%) Microservices
12 8 (12.70%) Open Source
13 7 (11.11%) Coaching
13 7 (11.11%) SDET
14 6 (9.52%) Continuous Delivery
14 6 (9.52%) Unit Testing
Programming Languages
1 62 (98.41%) Java
2 30 (47.62%) Go
2 30 (47.62%) PHP
3 29 (46.03%) Python
4 24 (38.10%) Ruby
5 20 (31.75%) JavaScript
6 18 (28.57%) C#
7 17 (26.98%) C++
8 10 (15.87%) SQL
9 9 (14.29%) C
10 8 (12.70%) Bash Shell
11 3 (4.76%) R
12 2 (3.17%) PL/SQL
13 1 (1.59%) Clojure
13 1 (1.59%) Shell Script
Qualifications
1 2 (3.17%) Computer Science Degree
1 2 (3.17%) Degree
1 2 (3.17%) Security Cleared
2 1 (1.59%) ISTQB
2 1 (1.59%) PhD
2 1 (1.59%) SC Cleared
System Software
1 15 (23.81%) Docker
2 1 (1.59%) Apache Flume
Systems Management
1 9 (14.29%) Ansible
1 9 (14.29%) Opscode Chef
2 8 (12.70%) Nagios
2 8 (12.70%) Prometheus
2 8 (12.70%) Puppet
2 8 (12.70%) Salt
2 8 (12.70%) ZABBIX
3 5 (7.94%) Kubernetes
4 1 (1.59%) Grafana
Vendors
1 26 (41.27%) Oracle
2 16 (25.40%) Google
3 9 (14.29%) Splunk
4 8 (12.70%) New Relic
4 8 (12.70%) Rackspace
4 8 (12.70%) SaltStack
5 2 (3.17%) IBM
6 1 (1.59%) Informatica
6 1 (1.59%) Tableau
6 1 (1.59%) Talend